{"id":"W2042891622","doi":"10.1097/aln.0b013e31816bbdb6","title":"Experience Is Not Enough","year":2008,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Mount Sinai Hospital","funders":"","keywords":"Checklist; Medicine; Aseptic processing; Inter-rater reliability; Asepsis; Rating scale; Anesthesia; Physical therapy; Medical physics; Surgery; Psychology; Developmental psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001246547,0.00007633046,0.0001584833,0.00004038991,0.0005722438,7.101092e-8,0.0001551189,0.0001834693,0.001685098],"category_scores_gemma":[0.0001824812,0.00006234754,0.00003117905,0.00009183046,0.0001923036,0.00005255417,0.00003019586,0.0002281922,0.002999598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000226539,"about_ca_system_score_gemma":0.0001491235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007603395,"about_ca_topic_score_gemma":0.000003505375,"domain_scores_codex":[0.9988988,0.0002233251,0.0002665781,0.0001921071,0.0000988946,0.0003202945],"domain_scores_gemma":[0.9991842,0.0002726936,0.0001298763,0.0002655892,0.00005159638,0.000096032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001028857,0.0000705411,0.8749175,0.0000225228,0.000007271181,0.00006156871,0.0920094,0.000003106559,0.0007230129,0.002932834,0.02825378,0.0008955738],"study_design_scores_gemma":[0.0001998453,0.00005981798,0.4809932,0.000009413635,0.000001652526,0.00001528904,0.0009674972,0.000005841784,0.0002476731,0.00008255828,0.517361,0.00005628234],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894389,0.00005776019,0.00009914454,0.004063257,0.0003439111,0.000188044,0.000001820054,0.00007759601,0.00572956],"genre_scores_gemma":[0.9622784,0.0001903732,0.0002214958,0.03215374,0.000123927,0.0001191354,0.000009885334,0.000007883072,0.0048952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4891072,"threshold_uncertainty_score":0.9992275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1927851629993112,"score_gpt":0.4388839960159566,"score_spread":0.2460988330166454,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}